A knowledge assistant gives every employee instant, cited answers from your wiki, drives, ticket history, and chat archives. Our knowledge assistant respects permissions and never fabricates answers.

Stop your team from wasting hours hunting for answers in Slack.

We build a private AI assistant trained on your company’s docs, SOPs, contracts, Slack history, and tools. Your team gets instant answers about how your company actually works — not generic advice from the internet.

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Stop your team from wasting hours hunting for answers in Slack.

The Problem

Your team’s collective knowledge is locked in a hundred different places — Notion, Google Drive, Slack threads from 2023, that PDF in someone’s Downloads folder, the head of HR’s brain. When a new hire asks ‘what’s our process for X?’, the answer is ‘go ask Sarah.’

This is invisible tax. Every question takes 20 minutes to answer. Senior people get interrupted constantly. New hires take months to ramp because nobody has time to onboard them properly. And the knowledge that DOES get written down is stale within weeks.

Generic ChatGPT doesn’t help — it doesn’t know your business. What you need is YOUR company’s expertise, on demand, accurate, with sources. That’s what an internal AI assistant does.

Curious if this fits your business?

Book a free 30-minute AI Audit. We’ll identify 1-3 specific opportunities with clear ROI estimates. No pitch, no slides.

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What We Build

We build a private AI assistant that connects to all your internal knowledge — Notion, Google Drive, Confluence, Slack, SharePoint, GitHub, contracts, SOPs, recordings, whatever. It indexes everything (securely, in your environment) and lets your team ask questions in plain language.

Your team gets instant, accurate answers with citations. New hires ramp in days instead of months. Senior people stop being interrupted. The knowledge keeps updating itself as docs change.

How it works

Built for results, not demos

Every system we build has measurable success criteria from day one. We don’t ship pretty UIs that no one uses — we ship outcomes.

Your team gets a working solution that fits the way you actually run, with full documentation, training, and our team on call when something needs tuning.

Internal Knowledge 2

How It Works

1

Audit your knowledge sources

We map where your company’s information actually lives — both the official stuff and the tribal knowledge.

2

Connect & index securely

We integrate with your tools (with appropriate permissions) and build a private, encrypted searchable index.

3

Build the chat experience

Slack bot, Teams app, web app, mobile — we deploy where your team actually works.

4

Train, monitor, refine

We watch the questions being asked, find gaps in your knowledge base, and continually improve answer quality.

What It Looks Like

Live in your Slack — ask anything, get answers with sources
Live in your Slack — ask anything, get answers with sources
See what topics are searched most, where coverage is thin
See what topics are searched most, where coverage is thin
Granular access control — confidential docs stay confidential
Granular access control — confidential docs stay confidential

Where This Wins

HR & People Ops

Policy questions, benefits, time-off rules, onboarding, training — answered without HR being the bottleneck.

Engineering Teams

Architecture decisions, runbooks, internal API docs, deployment processes — instant answers from your code and docs.

Sales & Customer-Facing

Pricing questions, competitive intel, product capabilities, past deal patterns — at every rep’s fingertips.

Operations & Compliance

SOPs, contracts, regulatory requirements, vendor agreements — searched in plain English, cited accurately.

The compounding effect

Most AI projects deliver one-time gains. Ours compound. As more of your operations run through AI systems, the data they collect makes them sharper week over week.

Six months in, you’ll be running circles around competitors who are still doing the work the old way.

Start with a Free Audit →
knowledge assistant — demelos enterprise AI

Why demelos

🔒

Private and secure

Your data never leaves your control. We use enterprise-grade encryption and respect your existing permissions.

📎

Citations always

Every answer links to the source document. Your team can trust it because they can verify it.

🔁

Always current

As your docs change, the assistant learns. No retraining needed. Yesterday’s answer reflects yesterday’s truth.

Questions, answered

Is our data sent to OpenAI or anyone else?

We architect for privacy. Depending on your setup, we can run fully on-prem or use providers with no-train, no-retain agreements. Your IP stays yours.

What about permissions — can junior people see exec-only docs?

No. The assistant respects your existing permissions. If you can’t see a file in Drive, the AI can’t surface its contents to you.

Which tools do you connect to?

Notion, Confluence, Google Drive, SharePoint, OneDrive, Slack, Microsoft Teams, GitHub, Salesforce, Zendesk, and most other systems with an API. Custom integrations available.

How long does it take to set up?

2-4 weeks for most companies. Faster if your knowledge is already organized in a few systems. Slower if it’s scattered across many tools.

Can it understand recordings and PDFs?

Yes — meeting recordings, scanned PDFs, slide decks, even images with text. We transcribe and OCR everything.

What happens when the assistant doesn’t know something?

It says so honestly and tells you who in the company likely does (based on contributor patterns in the docs). No making things up.

knowledge assistant — demelos enterprise AI

Internal Knowledge Assistant That Replaces Slack Search

A knowledge assistant gives every employee instant, cited answers from your wiki, drives, ticket history, and chat archives. Our knowledge assistant respects permissions, never fabricates answers, and links to source documents.

A well-deployed knowledge assistant cuts new-hire ramp time by 70% and saves senior staff from repeat questions. Pair knowledge assistant with custom GPTs and document intelligence for a complete internal AI stack.

Related: Custom GPTs · Document intelligence · AI chatbot · Free audit

Frequently asked questions about knowledge assistant

How fast can knowledge assistant be deployed?
Most knowledge assistant engagements ship in 2-6 weeks depending on integration scope and security review. We sequence knowledge assistant rollouts in two phases — pilot then expansion.
What does knowledge assistant cost?
Knowledge assistant pricing scales with usage and integrations. Free 30-minute audit gives you a real cost range for knowledge assistant tailored to your environment.
Is knowledge assistant secure?
Yes. Every knowledge assistant deployment ships with audit logs, role-based access control, and data isolation. Optional self-hosting available.

Internal Knowledge Assistant

A knowledge assistant gives every employee instant, cited answers from your wiki, drives, ticket history, and chat archives. Our knowledge assistant respects permissions and never fabricates answers.

knowledge assistant — demelos enterprise AI

Internal Knowledge Assistant That Replaces Slack Search

A knowledge assistant gives every employee instant, cited answers from your wiki, drives, ticket history, and chat archives. Our knowledge assistant respects permissions, never fabricates answers, and links to source documents.

A well-deployed knowledge assistant cuts new-hire ramp time by 70% and saves senior staff from repeat questions. Pair knowledge assistant with custom GPTs and document intelligence for a complete internal AI stack.

Related: Custom GPTs · Document intelligence · AI chatbot · Free audit